@cloudnativeboy.bsky.social
Host of youtube.com/@cloudnativefm podcast, CNCF Ambassador
One day in the afterNOON, you realize LLM prompts can be heavy on cost and tokens.
Meet TOON, a new file format sitting b/w JSON & CSV:
💸 Token-efficient: reduce token counts by 30–60%
🤿 LLM-friendly: built-in guardrails for safer outputs
🍱 Minimal syntax & more
medium.com/medialesson/...
Meet TOON, a new file format sitting b/w JSON & CSV:
💸 Token-efficient: reduce token counts by 30–60%
🤿 LLM-friendly: built-in guardrails for safer outputs
🍱 Minimal syntax & more
medium.com/medialesson/...
JSON vs TOON — A new era of structured input?
Why structure matters more than ever
medium.com
November 13, 2025 at 12:07 PM
One day in the afterNOON, you realize LLM prompts can be heavy on cost and tokens.
Meet TOON, a new file format sitting b/w JSON & CSV:
💸 Token-efficient: reduce token counts by 30–60%
🤿 LLM-friendly: built-in guardrails for safer outputs
🍱 Minimal syntax & more
medium.com/medialesson/...
Meet TOON, a new file format sitting b/w JSON & CSV:
💸 Token-efficient: reduce token counts by 30–60%
🤿 LLM-friendly: built-in guardrails for safer outputs
🍱 Minimal syntax & more
medium.com/medialesson/...
Watch all the highlights on this link 👇
#KubeCon Atlanta Day 02 Live Coverage: youtube.com/watch?v=Db9x...
Day 03 Live Coverage starts here 11 am EST | 4 pm GMT: youtube.com/watch?v=Mbpe...
#KubeCon Atlanta Day 02 Live Coverage: youtube.com/watch?v=Db9x...
Day 03 Live Coverage starts here 11 am EST | 4 pm GMT: youtube.com/watch?v=Mbpe...
November 12, 2025 at 6:35 PM
Watch all the highlights on this link 👇
#KubeCon Atlanta Day 02 Live Coverage: youtube.com/watch?v=Db9x...
Day 03 Live Coverage starts here 11 am EST | 4 pm GMT: youtube.com/watch?v=Mbpe...
#KubeCon Atlanta Day 02 Live Coverage: youtube.com/watch?v=Db9x...
Day 03 Live Coverage starts here 11 am EST | 4 pm GMT: youtube.com/watch?v=Mbpe...
Thanks ALL, Rose leads efforts at "Code First Girls" to help underrepresented talent thrive in dev & engineering roles
Jon Brookes is creating Minimal Viable K8S, which'll be featured in future episodes #cloudnativefm
Gurdip Kalley Zivan from datafy.io to helps teams cut cloud block-storage costs
Jon Brookes is creating Minimal Viable K8S, which'll be featured in future episodes #cloudnativefm
Gurdip Kalley Zivan from datafy.io to helps teams cut cloud block-storage costs
November 12, 2025 at 6:34 PM
Thanks ALL, Rose leads efforts at "Code First Girls" to help underrepresented talent thrive in dev & engineering roles
Jon Brookes is creating Minimal Viable K8S, which'll be featured in future episodes #cloudnativefm
Gurdip Kalley Zivan from datafy.io to helps teams cut cloud block-storage costs
Jon Brookes is creating Minimal Viable K8S, which'll be featured in future episodes #cloudnativefm
Gurdip Kalley Zivan from datafy.io to helps teams cut cloud block-storage costs
Just learned today, "Datafy helps teams cut cloud block-storage costs and remove EBS waste by auto right-sizing." Their platform combines EBS analytics, continuous monitoring, and an EBS Auto-Scaler that adjusts volume size and utilization. Thanks, Gurdip & Zivan.
www.youtube.com/watch?v=Db9x...
www.youtube.com/watch?v=Db9x...
November 12, 2025 at 4:43 PM
Just learned today, "Datafy helps teams cut cloud block-storage costs and remove EBS waste by auto right-sizing." Their platform combines EBS analytics, continuous monitoring, and an EBS Auto-Scaler that adjusts volume size and utilization. Thanks, Gurdip & Zivan.
www.youtube.com/watch?v=Db9x...
www.youtube.com/watch?v=Db9x...
We are now LIVE on #CloudTherapist, join us and know the #KubeCon #Atlanta Vibes and LIVE AMA: www.youtube.com/watch?v=Db9x...
November 12, 2025 at 4:27 PM
We are now LIVE on #CloudTherapist, join us and know the #KubeCon #Atlanta Vibes and LIVE AMA: www.youtube.com/watch?v=Db9x...
🚨 Real-time detection meets forensic-level visibility!
Falco now integrates with Stratoshark, connecting alerts to forensic captures so teams can go from detection to deep investigation instantly.
👉 Learn more: hubs.la/Q03S69Cp0
Falco now integrates with Stratoshark, connecting alerts to forensic captures so teams can go from detection to deep investigation instantly.
👉 Learn more: hubs.la/Q03S69Cp0
Falco Links Real-Time Detection with Forensic-Level Analysis in the Cloud Native Stack
New integration connects Falco alerts to Stratoshark’s forensic tools, delivering Wireshark-style visibility into system call and audit log data Key Highlights ATLANTA—KUBECON + CLOUDNATIVECON NORTH…
hubs.la
November 12, 2025 at 3:06 PM
🚨 Real-time detection meets forensic-level visibility!
Falco now integrates with Stratoshark, connecting alerts to forensic captures so teams can go from detection to deep investigation instantly.
👉 Learn more: hubs.la/Q03S69Cp0
Falco now integrates with Stratoshark, connecting alerts to forensic captures so teams can go from detection to deep investigation instantly.
👉 Learn more: hubs.la/Q03S69Cp0
CNCF launches the Certified Cloud Native Platform Engineer (CNPE), and it's currently in BETA., I'm lucky to be a part of the exam builder, validating real-world skills of architecting IDPs.
HERE YOU GO: "Certified Kubernetes Network Engineer (CKNE) is coming soon"!
www.cncf.io/announcement...
HERE YOU GO: "Certified Kubernetes Network Engineer (CKNE) is coming soon"!
www.cncf.io/announcement...
CNCF Launches CNPE Certification
The Certified Cloud Native Platform Engineer (CNPE) joins CNCF’s expanding certification portfolio as it meets growth training demand Key Highlights KUBECON + CLOUDNATIVECON NORTH AMERICA, ATLANTA…
www.cncf.io
November 12, 2025 at 1:34 AM
CNCF launches the Certified Cloud Native Platform Engineer (CNPE), and it's currently in BETA., I'm lucky to be a part of the exam builder, validating real-world skills of architecting IDPs.
HERE YOU GO: "Certified Kubernetes Network Engineer (CKNE) is coming soon"!
www.cncf.io/announcement...
HERE YOU GO: "Certified Kubernetes Network Engineer (CKNE) is coming soon"!
www.cncf.io/announcement...
In large-scale LLM inference scenarios, efficient memory management & KV cache optimization are crucial LMCache, as a KV cache management system specifically designed for vLLM, requires more flexible extension mechanisms meet needs of monitoring/troubleshooting & more blog.lmcache.ai/en/2025/09/2...
Implementing LMCache Plugin Framework & lmcache_frontend: Design Philosophy | LMCache Blog
A flexible plugin system for enhanced observability and management Abstract In large-scale language model inference scenarios, efficient memory management and KV cache optimization are crucial. LMCach...
blog.lmcache.ai
November 11, 2025 at 3:25 PM
In large-scale LLM inference scenarios, efficient memory management & KV cache optimization are crucial LMCache, as a KV cache management system specifically designed for vLLM, requires more flexible extension mechanisms meet needs of monitoring/troubleshooting & more blog.lmcache.ai/en/2025/09/2...
For those of you ✈️ #KubeCon #Atlanta or already there, the best way to find talks, project pavilion, contrib fest, co-located days details, where to find best ambassadors, ask ask.cncf.io, you'll get there #kubecon #cloudnativecon thanks @dosu_ai for building this!!
CNCF | Dosu
Dosu is an AI teammate that lives in your GitHub repo, helping you respond to issues, triage bugs, and build better documentation.
ask.cncf.io
November 11, 2025 at 3:18 PM
For those of you ✈️ #KubeCon #Atlanta or already there, the best way to find talks, project pavilion, contrib fest, co-located days details, where to find best ambassadors, ask ask.cncf.io, you'll get there #kubecon #cloudnativecon thanks @dosu_ai for building this!!
🔥 of the presses, 15.6 million developers are building with cloud native technologies. The CNCF State of Cloud Native Development Report, in partnership with SlashData, reveals emerging trends, from hybrid cloud's surge to growing AI developer adoption.
Get the report now: hubs.la/Q03SBh210
Get the report now: hubs.la/Q03SBh210
State of Cloud Native Development
Cloud native is the foundation of modern software. The latest CNCF + SlashData State of Cloud Native Development Report reveals how developers are scaling, automating…
hubs.la
November 11, 2025 at 3:02 PM
🔥 of the presses, 15.6 million developers are building with cloud native technologies. The CNCF State of Cloud Native Development Report, in partnership with SlashData, reveals emerging trends, from hybrid cloud's surge to growing AI developer adoption.
Get the report now: hubs.la/Q03SBh210
Get the report now: hubs.la/Q03SBh210
Whether you are prototyping on local hardware or deploying to a production K8s cluster, you need a unified API that abstracts infra complexity. That’s exactly what the Kubeflow Python SDK delivers.
Kubeflow SDK: Here we GO 👇
blog.kubeflow.org/sdk/intro/
Kubeflow SDK: Here we GO 👇
blog.kubeflow.org/sdk/intro/
Introducing the Kubeflow SDK: A Pythonic API to Run AI Workloads at Scale
⚡ We want your feedback! Help shape the future of Kubeflow SDK by taking our quick survey.
blog.kubeflow.org
November 11, 2025 at 10:13 AM
Whether you are prototyping on local hardware or deploying to a production K8s cluster, you need a unified API that abstracts infra complexity. That’s exactly what the Kubeflow Python SDK delivers.
Kubeflow SDK: Here we GO 👇
blog.kubeflow.org/sdk/intro/
Kubeflow SDK: Here we GO 👇
blog.kubeflow.org/sdk/intro/
For those of you who're travelling to ✈️ Atlanta for KubeCon,
Remember Network = Net Worth 🚀
Have a great event.
Still holds the record of ZERO in-person KubeCon
Does anyone hold a similar record? Say Hi 👋
Don't worry, you can join #cloudnativefm ✈️ to see the in-person VIBES.
Remember Network = Net Worth 🚀
Have a great event.
Still holds the record of ZERO in-person KubeCon
Does anyone hold a similar record? Say Hi 👋
Don't worry, you can join #cloudnativefm ✈️ to see the in-person VIBES.
November 10, 2025 at 3:36 PM
For those of you who're travelling to ✈️ Atlanta for KubeCon,
Remember Network = Net Worth 🚀
Have a great event.
Still holds the record of ZERO in-person KubeCon
Does anyone hold a similar record? Say Hi 👋
Don't worry, you can join #cloudnativefm ✈️ to see the in-person VIBES.
Remember Network = Net Worth 🚀
Have a great event.
Still holds the record of ZERO in-person KubeCon
Does anyone hold a similar record? Say Hi 👋
Don't worry, you can join #cloudnativefm ✈️ to see the in-person VIBES.
#CloudTherapist & #CloudNativeFM hosting a Virtual Livestream Party KubeCon NA Atlanta.
The Livestream will continue for about 1.5 hours & tell us about what you have been up to lately, exciting news about new product releases, your company announcements.... Tag your friends, company - comment 👋
The Livestream will continue for about 1.5 hours & tell us about what you have been up to lately, exciting news about new product releases, your company announcements.... Tag your friends, company - comment 👋
November 10, 2025 at 1:49 PM
#CloudTherapist & #CloudNativeFM hosting a Virtual Livestream Party KubeCon NA Atlanta.
The Livestream will continue for about 1.5 hours & tell us about what you have been up to lately, exciting news about new product releases, your company announcements.... Tag your friends, company - comment 👋
The Livestream will continue for about 1.5 hours & tell us about what you have been up to lately, exciting news about new product releases, your company announcements.... Tag your friends, company - comment 👋
In this episode of #cloudnativefm we speak with Neil Creswell, CEO of @portainer.io, about the art of simplifying container management for individual developers, platform teams, and large enterprise fleets.
Two new projects Neil teases: Canine.sh and KubeSolo.io
Watch: youtu.be/P1LK6-Hd56Q
Two new projects Neil teases: Canine.sh and KubeSolo.io
Watch: youtu.be/P1LK6-Hd56Q
Canine - An open source alternative to Heroku
Canine is an open source deployment platform that makes it easy to deploy and manage your applications.
Canine.sh
November 9, 2025 at 3:25 PM
In this episode of #cloudnativefm we speak with Neil Creswell, CEO of @portainer.io, about the art of simplifying container management for individual developers, platform teams, and large enterprise fleets.
Two new projects Neil teases: Canine.sh and KubeSolo.io
Watch: youtu.be/P1LK6-Hd56Q
Two new projects Neil teases: Canine.sh and KubeSolo.io
Watch: youtu.be/P1LK6-Hd56Q
Dropped another episode on #cloudnativefm
Digital Sovereignty. A topic no one is paying attention to is now covered with all the details from geopolitical, tariff hits, three-pillar view (Data, Operational, Technological), and a stepwise roadmap.
Watch now: youtu.be/4v1NU7__6iU
Digital Sovereignty. A topic no one is paying attention to is now covered with all the details from geopolitical, tariff hits, three-pillar view (Data, Operational, Technological), and a stepwise roadmap.
Watch now: youtu.be/4v1NU7__6iU
November 7, 2025 at 3:32 PM
Dropped another episode on #cloudnativefm
Digital Sovereignty. A topic no one is paying attention to is now covered with all the details from geopolitical, tariff hits, three-pillar view (Data, Operational, Technological), and a stepwise roadmap.
Watch now: youtu.be/4v1NU7__6iU
Digital Sovereignty. A topic no one is paying attention to is now covered with all the details from geopolitical, tariff hits, three-pillar view (Data, Operational, Technological), and a stepwise roadmap.
Watch now: youtu.be/4v1NU7__6iU
When I grew up sometime I want want to be a "forward-deployed engineers"
"Artificial intelligence groups are on a hiring spree for a rare kind of software developer who can code and talk to customers, as they race to increase adoption of their cutting-edge technology"
www.ft.com/content/9100...
"Artificial intelligence groups are on a hiring spree for a rare kind of software developer who can code and talk to customers, as they race to increase adoption of their cutting-edge technology"
www.ft.com/content/9100...
The new hot job in AI: forward-deployed engineers
OpenAI, Anthropic and Cohere have stepped up hiring for specialists to help businesses adopt their AI models
www.ft.com
November 5, 2025 at 5:25 PM
When I grew up sometime I want want to be a "forward-deployed engineers"
"Artificial intelligence groups are on a hiring spree for a rare kind of software developer who can code and talk to customers, as they race to increase adoption of their cutting-edge technology"
www.ft.com/content/9100...
"Artificial intelligence groups are on a hiring spree for a rare kind of software developer who can code and talk to customers, as they race to increase adoption of their cutting-edge technology"
www.ft.com/content/9100...
We built the cloud to be simpler, more flexible, Yet somewhere along the way, we lost enterprise-grade inventory, a system of record that tells you what you own? where it runs? who owns it? and what policies apply?
InfraGraph promises bring it back 👇
medium.com/@saimsafder1...
InfraGraph promises bring it back 👇
medium.com/@saimsafder1...
InfraGraph and the Return of Infrastructure Inventory — Why Cloud Needs a Single Source of Truth
How a relationship-first knowledge graph could restore the system-of-record we lost moving from data centers to multi/hybrid cloud
medium.com
November 5, 2025 at 3:59 PM
We built the cloud to be simpler, more flexible, Yet somewhere along the way, we lost enterprise-grade inventory, a system of record that tells you what you own? where it runs? who owns it? and what policies apply?
InfraGraph promises bring it back 👇
medium.com/@saimsafder1...
InfraGraph promises bring it back 👇
medium.com/@saimsafder1...
In this ep of #CloudNativeWisdom, we dive deep into HashiCorp Project Infragraph: Google Maps for Cloud Infra?
A real-time infras graph maps &visualizes your entire cloud/infrastructure topology, helping teams see relationships, detect drift, & improve change management
youtube.com/shorts/0Tljp...
A real-time infras graph maps &visualizes your entire cloud/infrastructure topology, helping teams see relationships, detect drift, & improve change management
youtube.com/shorts/0Tljp...
#cloudnativewisdom12 HashiCorp Project Infragraph: “Google Maps” for Cloud Infrastructure?
YouTube video by Cloud Native Podcast
youtube.com
November 4, 2025 at 1:40 PM
In this ep of #CloudNativeWisdom, we dive deep into HashiCorp Project Infragraph: Google Maps for Cloud Infra?
A real-time infras graph maps &visualizes your entire cloud/infrastructure topology, helping teams see relationships, detect drift, & improve change management
youtube.com/shorts/0Tljp...
A real-time infras graph maps &visualizes your entire cloud/infrastructure topology, helping teams see relationships, detect drift, & improve change management
youtube.com/shorts/0Tljp...
Dalec is a project aimed at providing a declarative format for building system packages and containers from those packages.
- No additional tools except docker
- Minimal image size
- Support for signed packages
- Build packages DEB-based, RPM-based & Windows containers.
github.com/project-dale...
- No additional tools except docker
- Minimal image size
- Support for signed packages
- Build packages DEB-based, RPM-based & Windows containers.
github.com/project-dale...
GitHub - project-dalec/dalec: 📦 Produce secure packages and containers with declarative configurations
📦 Produce secure packages and containers with declarative configurations - project-dalec/dalec
github.com
November 3, 2025 at 3:39 PM
Dalec is a project aimed at providing a declarative format for building system packages and containers from those packages.
- No additional tools except docker
- Minimal image size
- Support for signed packages
- Build packages DEB-based, RPM-based & Windows containers.
github.com/project-dale...
- No additional tools except docker
- Minimal image size
- Support for signed packages
- Build packages DEB-based, RPM-based & Windows containers.
github.com/project-dale...
Network = Net Worth 🚀
November 3, 2025 at 1:31 PM
Network = Net Worth 🚀
How to detect if we are in an AI bubble, short answer: get closer to the community.
This Saturday, I had the honor of participating as a keynote speaker for the Nexera AI event.
If done right, AI can reward creativity, systems thinking, and empathy as much as technical chops.
This Saturday, I had the honor of participating as a keynote speaker for the Nexera AI event.
If done right, AI can reward creativity, systems thinking, and empathy as much as technical chops.
November 3, 2025 at 11:47 AM
How to detect if we are in an AI bubble, short answer: get closer to the community.
This Saturday, I had the honor of participating as a keynote speaker for the Nexera AI event.
If done right, AI can reward creativity, systems thinking, and empathy as much as technical chops.
This Saturday, I had the honor of participating as a keynote speaker for the Nexera AI event.
If done right, AI can reward creativity, systems thinking, and empathy as much as technical chops.
Insights from Nvidia Read Team about LLM attacks!
developer.nvidia.com/blog/practic...
developer.nvidia.com/blog/practic...
Practical LLM Security Advice from the NVIDIA AI Red Team | NVIDIA Technical Blog
Over the last several years, the NVIDIA AI Red Team (AIRT) has evaluated numerous and diverse AI-enabled systems for potential vulnerabilities and security weaknesses before they reach production.
developer.nvidia.com
November 1, 2025 at 5:13 PM
Insights from Nvidia Read Team about LLM attacks!
developer.nvidia.com/blog/practic...
developer.nvidia.com/blog/practic...
Bluesky hits 40 million users, introduces ‘dislikes’ beta, 💙 the post if you're seeing the new updates.
techcrunch.com/2025/10/31/b...
techcrunch.com/2025/10/31/b...
Bluesky hits 40 million users, introduces 'dislikes' beta | TechCrunch
As users "dislike" posts, the system will learn what sort of content they want to see less of. This will help to inform more than just how content is ranked in feeds, but also reply rankings.
techcrunch.com
November 1, 2025 at 4:23 PM
Bluesky hits 40 million users, introduces ‘dislikes’ beta, 💙 the post if you're seeing the new updates.
techcrunch.com/2025/10/31/b...
techcrunch.com/2025/10/31/b...
Can we say Artificial Intelligence is spreading faster than any technology in history? Yet today’s map shows a clear divide.
Microsoft's AI Economy Institute’s new AI Diffusion Report assesses where the world stands today.
Microsoft's AI Economy Institute’s new AI Diffusion Report assesses where the world stands today.
October 31, 2025 at 11:31 AM
Can we say Artificial Intelligence is spreading faster than any technology in history? Yet today’s map shows a clear divide.
Microsoft's AI Economy Institute’s new AI Diffusion Report assesses where the world stands today.
Microsoft's AI Economy Institute’s new AI Diffusion Report assesses where the world stands today.
That's interesting, will be on my watch loop, GKE MCP Server Launched,
- Diagnose your GKE clusters using the CLI and the Known Issues page.
- Updated to use GKE Inference Quickstart GA. So you can deploy LLMs from Gemini CLI.
Try out now: github.com/GoogleCloudP...
- Diagnose your GKE clusters using the CLI and the Known Issues page.
- Updated to use GKE Inference Quickstart GA. So you can deploy LLMs from Gemini CLI.
Try out now: github.com/GoogleCloudP...
October 30, 2025 at 5:36 PM
That's interesting, will be on my watch loop, GKE MCP Server Launched,
- Diagnose your GKE clusters using the CLI and the Known Issues page.
- Updated to use GKE Inference Quickstart GA. So you can deploy LLMs from Gemini CLI.
Try out now: github.com/GoogleCloudP...
- Diagnose your GKE clusters using the CLI and the Known Issues page.
- Updated to use GKE Inference Quickstart GA. So you can deploy LLMs from Gemini CLI.
Try out now: github.com/GoogleCloudP...